Computational Information Geometry For Image and Signal Processing /

This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals. It provides introductory chapters to help those new to information geometry and applies the theory to several applications. This area has develop...

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Detaylı Bibliyografya
Müşterek Yazar: SpringerLink (Online service)
Diğer Yazarlar: Nielsen, Frank (Editör), Critchley, Frank (Editör), Dodson, Christopher T. J. (Editör)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edisyon:1st ed. 2017.
Seri Bilgileri:Signals and Communication Technology,
Konular:
Signal processing.
Mathematical statistics > Data processing.
Probabilities.
Coding theory.
Information theory.
Biomedical engineering.
Signal, Speech and Image Processing.
Statistics and Computing.
Probability Theory.
Coding and Information Theory.
Biomedical Engineering and Bioengineering.
Online Erişim:Full-text access
Diğer Bilgiler
Özet:This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals. It provides introductory chapters to help those new to information geometry and applies the theory to several applications. This area has developed rapidly over recent years, propelled by the major theoretical developments in information geometry, efficient data and image acquisition and the desire to process and interpret large databases of digital information. The book addresses both the transfer of methodology to practitioners involved in database analysis and in its efficient computational implementation.
Fiziksel Özellikler:XIV, 299 p. 79 illus. online resource.
ISBN:9783319470580
ISSN:1860-4870
DOI:10.1007/978-3-319-47058-0

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